Introduction

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Chart A

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Chart B

Group info

Team of Thrones

Members:

  • Ambalika Gupta
  • Smriti Vinayak Bhat
  • Yin Shan Ho

Skills

Talent Migration

Employment Growth

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Global trend of employment growth rate

Trend of employment growth rate in different industries

Analysis

  • Global decrease in the growth rate of employment

  • Most of the income groups have increasing trend of employment rate except from high income group

  • Rapid development in Information and communication Section

  • Decreasing trend observed in Mining and Quarrying sections in High and Upper Middle Income group

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Top 10 Employment Growth (Countries)

country_name wb_region avg_growth_pct
Luxembourg Europe & Central Asia 11.389292
Cyprus Europe & Central Asia 5.913180
Georgia Europe & Central Asia 5.399218
United Arab Emirates Middle East & North Africa 4.850546
Switzerland Europe & Central Asia 3.984353
Estonia Europe & Central Asia 3.632918
New Zealand East Asia & Pacific 3.311093
Ireland Europe & Central Asia 3.260530
Malta Middle East & North Africa 3.078304
Australia East Asia & Pacific 2.999740

Anaylysis

  • Higher employment growth rate in European and Central Asian Countries

  • Most of them have rich mineral/oil resources

Top 10 Employment Growth (Industries)

industry_name avg_growth_pct
Venture Capital & Private Equity 3.584088
Alternative Dispute Resolution 2.462249
Computer & Network Security 2.097874
Renewables & Environment 2.069448
Aviation & Aerospace 1.673296
Animation 1.670319
Internet 1.513146
Biotechnology 1.356909
Railroad Manufacture 1.315803
Investment Management 1.226471

Top 10 Employment Recession (Industries)

industry_name avg_growth_pct
Newspapers -2.1030781
Accounting -2.0748997
Market Research -1.8224818
Outsourcing/Offshoring -1.7982034
Telecommunications -1.5380153
Publishing -1.2029041
Media Production -1.1991849
Broadcast Media -0.9430859
Research -0.9414536
Motion Pictures & Film -0.9170858

Analysis

Rapid Development in:

  1. Infrastructure

  2. Information Technology

  3. Equity Management

  4. Environment Protection

Rapid Recession in:

  1. Traditional Media

  2. Traditional Communication

References

World Bank. (n.d.). Skills | LinkedIn Data | Data Catalog. Retrieved May 17, 2021, from https://datacatalog.worldbank.org/dataset/skills-linkedin-data

World Bank. (n.d.). Employment Growth | LinkedIn Data | Data Catalog. Retrieved May 17, 2021, from https://datacatalog.worldbank.org/dataset/employment-growth-linkedin-data